{"id":"W2772952501","doi":"10.2196/resprot.8068","title":"Clinic Versus Online Social Network–Delivered Lifestyle Interventions: Protocol for the Get Social Noninferiority Randomized Controlled Trial","year":2017,"lang":"en","type":"article","venue":"JMIR Research Protocols","topic":"Social Media in Health Education","field":"Social Sciences","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; National Cancer Institute; National Heart, Lung, and Blood Institute","keywords":"Protocol (science); Randomized controlled trial; Social network (sociolinguistics); Psychological intervention; Medicine; Psychology; Social media; Gerontology; Physical therapy; Computer science; Nursing; Alternative medicine; World Wide Web","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.03980441,0.008135625,0.0127193,0.003541771,0.004257301,0.005682468,0.004108538,0.01034417,0.1298092],"category_scores_gemma":[0.04340631,0.004415623,0.006940311,0.004456409,0.004809508,0.005770524,0.003105617,0.01283748,0.01978976],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006378237,"about_ca_system_score_gemma":0.01797319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003056603,"about_ca_topic_score_gemma":0.005651097,"domain_scores_codex":[0.9680806,0.01954772,0.003275345,0.002436356,0.003658858,0.003000996],"domain_scores_gemma":[0.9840419,0.004646011,0.003669188,0.002086959,0.003472321,0.002083621],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.8932614,0.01217426,0.0006943975,0.02321127,0.002590384,0.0002151989,0.0004432189,0.001676333,0.001315442,0.005083187,0.02887062,0.03046432],"study_design_scores_gemma":[0.9524036,0.01277091,0.001036947,0.00259422,0.0007766321,0.00004500719,0.0001094657,0.001572415,0.0005278334,0.003370269,0.02469657,0.00009616369],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"protocol","genre_gemma":"protocol","genre_scores_codex":[0.0008796749,0.0001863405,0.001076716,0.0001931462,0.0003364325,0.9957231,0.000985901,0.00008308428,0.0005355719],"genre_scores_gemma":[0.0007878498,0.00006378003,0.00110825,0.0001029996,0.00003618942,0.9975396,0.00007770623,0.00000552906,0.0002781247],"genre_candidate":"protocol","genre_consensus":"protocol","teacher_disagreement_score":0.1298092,"threshold_uncertainty_score":0.4342549,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.6801317938045545,"score_gpt":0.7078901891088297,"score_spread":0.02775839530427526,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}